{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Physical Aperture Demo"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "from optiland import physical_apertures"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### On file apertures:\n",
    "\n",
    "The file should contain two columns representing the x and y coordinates, respectively. It supports various file formats (e.g. CSV, TXT) by allowing you to specify a delimiter and the number of header lines to skip via `skip_header`. Comments can be added to the file by starting a line with `\"//\"`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1200x1200 with 9 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "a1 = physical_apertures.RadialAperture(r_max=10, r_min=3)\n",
    "a2 = physical_apertures.RectangularAperture(x_min=-12, x_max=7, y_min=-5, y_max=10)\n",
    "a3 = physical_apertures.EllipticalAperture(a=10, b=5)\n",
    "a4 = physical_apertures.OffsetRadialAperture(r_max=8, r_min=0, offset_x=5, offset_y=-3)\n",
    "a5 = physical_apertures.PolygonAperture(x=[-10, 0, 10, 15], y=[-10, 10, 5, -15])\n",
    "a6 = physical_apertures.FileAperture(\"example_file.txt\")\n",
    "a7 = a1 | a2  # Union of a1 and a2, a1 + a2 also works\n",
    "a8 = a1 & a2  # Intersection of a1 and a2\n",
    "a9 = a1 - a2  # Difference of a1 and a2\n",
    "\n",
    "apertures = [a1, a2, a3, a4, a5, a6, a7, a8, a9]\n",
    "\n",
    "fig, ax = plt.subplots(3, 3, figsize=(12, 12))\n",
    "ax = ax.flatten()\n",
    "\n",
    "for i, a in enumerate(apertures):\n",
    "    a.view(ax=ax[i])\n",
    "    ax[i].set_title(f\"{a.__class__.__name__}\")\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": ".venv",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
